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Search results for evolutionary algorithm
evolutionary-algorithm
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332 search results found
Evolutionary Autoencoders
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53
Exploiting the Potential of Standard Convolutional Autoencoders for Image Restoration by Evolutionary Search (ICML 2018)
Gefest
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51
Toolbox for the generative design of geometrically-encoded physical objects using numerical modelling and evolutionary optimization
Exact
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51
EXONA: The Evolutionary eXploration of Neural Networks Framework -- EXACT, EXALT and EXAMM
Cse Autoloss
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51
Seach Losses of our paper 'Loss Function Discovery for Object Detection via Convergence-Simulation Driven Search', accepted by ICLR 2021.
Ruck
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50
🧬 Modularised Evolutionary Algorithms For Python with Optional JIT and Multiprocessing (Ray) support. Inspired by PyTorch Lightning
Racos
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45
A theoretically-grounded derivative-free optimization method, born from a statistical view of evolutionary algorithms
Gari
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43
GARI (Genetic Algorithm for Reproducing Images) reproduces a single image using Genetic Algorithm (GA) by evolving pixel values.
Evolvable
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41
An evolutionary computation framework
Pgpelib
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39
A mini library for Policy Gradients with Parameter-based Exploration, with reference implementation of the ClipUp optimizer (https://arxiv.org/abs/2008.02387) from NNAISENSE.
Ecr2
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38
ecr: Evolutionary Computation in R (version 2)
Synthetic
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37
Symbolic Generators for Complex Networks
Evolution
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37
A simple simulation in Unity, which uses genetic algorithm to optimize forces applied to cubes
Jmetalsp
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35
A framework for Big Data Optimization with multi-objective metaheuristics
Neorl
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35
NeuroEvolution Optimization with Reinforcement Learning
Moe
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34
Moe is a C++14 header-only dependency-free library providing generic implementations of some metaheuristic algorithms
Control Pcgrl
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34
Train or evolve controllable and diverse level-generators.
Hego
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34
Metaheuristics / Blackbox Optimization Algorithms for Go: Simulated Annealing, Genetic Algorithm, Ant Colony Optimization, Tabu Search, Particle Swarm Optimization ...
Neuromechfly
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34
A neuromechanical model of adult Drosophila melanogaster.
Vita
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33
Vita - Genetic Programming Framework
Geode
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33
Evolved concurrent neural networks on godot engine
Ec A Modern Perspective
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33
Evolutionary Computation: A Modern Perspective ---> This is a free online book, which is actively updated now.
Finch
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31
🐤The next evolution of, well, evolution.
Goga
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31
Go evolutionary algorithm is a computer library for developing evolutionary and genetic algorithms to solve optimisation problems with (or not) many constraints and many objectives. Also, a goal is to handle mixed-type representations (reals and integers).
Flappybird Es
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31
An AI agent Learning to play Flappy Bird using Evolution Strategies and deep learning models.
Lipizzaner Gan
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30
[AAAI 2018] "Towards distributed coevolutionary GANs" by Abdullah Al-Dujaili, Tom Schmiedlechner, Erik Hemberg, Una-May O'Reilly
Le Thesis
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30
For my undergrad thesis I am building an automatic poet. The idea is to implement an evolutionary algorithm that can construct a poem using fitness functions trained on a text-based corpora.
Edaspy
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30
Estimation of Distribution algorithms Python package
Pyconsys
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28
Python Control System : Create control loops and let the AI set the PID parameters
Applied Machine Learning Course
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28
This course covers the applied side of algorithmics in machine learning and deep learning, focusing on hands-on coding experience in Python.
Cmaevolutionstrategy.jl
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27
Cgp Cnn Pytorch
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27
A Genetic Programming Approach to Designing CNN Architectures, In GECCO 2017 (oral presentation, Best Paper Award)
Pearl
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27
Adaptable tools to make reinforcement learning and evolutionary computation algorithms.
Microgp4
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27
A multi-purpose extensible self-adaptive evolutionary tool
Differential Evolution
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26
Single header c++ implementation of Differential Evolution algorithm for general purpose optimization.
Deoptim
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25
Differential evolution in R
Harris Hawks Optimization Algorithm And Applications
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25
Source codes for HHO paper: Harris hawks optimization: Algorithm and applications: https://www.sciencedirect.com/science/article/pii/ In this paper, a novel population-based, nature-inspired optimization paradigm is proposed, which is called Harris Hawks Optimizer (HHO).
Neuroevolution Robots
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24
Neuroevolution demo through TensorFlow.js, Neataptic, and Box2D
Practical_rl
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24
My solutions to Yandex Practical Reinforcement Learning course in PyTorch and Tensorflow
Xcsf
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24
XCSF learning classifier system: rule-based online evolutionary machine learning
Propulate
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24
Propulate is an asynchronous evolutionary optimization algorithm and software package for global optimization and hyperparameter search on high-performance computers.
Jabm
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23
Java Agent Based Modelling toolkit
Map Elites
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23
Python implementation of the genetic algorithm MAP-Elites with applications in constrained optimization
Opt4j
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23
Modular Java framework for meta-heuristic optimization
Nodeo
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22
Simple evolutionary algorithm in JavaScript in CommonJS format, for node.js and anything else.
Wikibinator203
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22
A kind of number. Build anything by drag-and-drop of a universal combinator (lambda). GPU. Streaming. Massively multiplayer. Peer to peer. Experimenting, TODO..A fork-editable multiverse of all possible streaming of all possible combos of lambda functions with shareable function ids for every possible function or "multiverse state" etc. universal function to build and run music tools, science tools, AI research, game worlds, etc, inside itself like a self-hosting-compiler, in a massively multipl
Agi_computer_control
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22
Autonomous computer program that can do anything without human operators.
Revolve
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22
Robot evolution framework for the Triangle of Life project
Geneticsjs
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21
Evolutionary algorithms library for the web 🧬
Citius Invaders
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21
An old-style HTML5 arcade game for teaching genetic algorithms to kids, made with PhaserJS
Revolver
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21
A framework for building fast genetic algorithms in Swift.
Tegnas
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21
"Understanding and Accelerating Neural Architecture Search with Training-Free and Theory-Grounded Metrics" by Wuyang Chen, Xinyu Gong, Yunchao Wei, Humphrey Shi, Zhicheng Yan, Yi Yang, and Zhangyang Wang
Mfea Ii
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21
MFEA 2 (or MFEA-II). Multifactorial Evolutionary Optimization with Online Transfer Parameter Estimation in Python
Feup Iart Summary
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20
Artificial Intelligence Course - Summaries, Exams, Minitests and Comic Sans
Creatur
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20
Framework for artificial life and other evolutionary algorithms.
Neuro Evolution
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20
A project on improving Neural Networks performance by using Genetic Algorithms.
Geneticalgorithm2
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20
Supported genetic algorithm package for python
Hal Cgp
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20
Cartesian genetic programming (CGP) in pure Python.
Simplegp
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19
Simple Genetic Programming for Symbolic Regression in Python3
Evagents
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19
A "Natural" Selection Simulator using Neural Nets
High Dim Es Rl
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19
Paper: Challenges in High-dimensional Reinforcement Learning with Evolution Strategies
Metabox
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18
MetaBox: A Benchmark Platform for Meta-Black-Box Optimization with Reinforcement Learning (https://arxiv.org/abs/2310.08252)
Robustarchitecturesearch
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18
This github repository contains the official code for the paper, "Evolving Robust Neural Architectures to Defend from Adversarial Attacks"
Neuroevolution_t Rex
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17
用神经网络来训练个能自己玩chrome断线时的那个小恐龙的AI
Trsh
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17
Project about minimizing costs in garbage collection in Montevideo, Uruguay, using Evolutionary Algorithms
Evolduo App
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17
Evolduo is a platform for collaborative music synthesis using evolutionary algorithms
Simple Implementation Of Ml Algorithms
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17
My simplest implementations of common ML algorithms
Mlr3fselect
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17
Feature selection package of the mlr3 ecosystem.
Neat Rs
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17
Rust implementation of the NEAT evolutionary algorithm
Hawks
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16
A package for generating synthetic clusters with control over "difficulty"
Evoli
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16
Genetic Algorithm and Particle Swarm Optimization
Madac
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15
Official implementation of NeurIPS22 paper “Multi-agent Dynamic Algorithm Configuration”
Cgp Cnn Design
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15
Using Cartesian Genetic Programming to find an efficient Convolutional Neural Network architecture
Dino Ai
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15
An AI to teach Google Chrome's dinosaur to jump obstacles.
Plantgod
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14
Moptipy
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14
Implementation of metaheuristic optimization methods in Python for scientific, industrial, and educational scenarios. Experiments can be executed in parallel or in a distributed fashion. Experimental results can be evaluated in various ways, including diagrams, tables, and export to Excel.
Ea.prover
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14
Source code and obtained results for "Automatically Proving Mathematical Theorems with Evolutionary Algorithms and Proof Assistants"
Machine Learning Blackjack Solution
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14
Finding an optimal Blackjack strategy using AI
Qopt
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14
Quantum-inspired evolutionary algorithms for Optimization problems
Xtalopt
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14
Official public repository for the XtalOpt crystallographic evolutionary algorithm
Coadaptation
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14
Repository replicating the design- and behaviour-adaptation algorithm using reinforcement learning algorithm presented in the paper " Data-efficient Co-Adaptation of Morphology and Behaviour with Deep Reinforcement Learning"
Nia
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14
Nature Inspired Optimization Algorithms
Eva
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14
A simple Java OOP evolutionary algorithm framework.
Moeadr
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14
R package MOEADr, a modular implementation of the Multiobjective Evolutionary Algorithm with Decomposition (MOEA/D) framework
Ldca
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14
Self-replicating, self-modifying Assembly program that can evolve into every possible computer program in the universe (EXPERIMENTAL)
Datafsm
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13
Machine Learning Finite State Machine Models from Data with Genetic Algorithms
Microgp3
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13
A multi-purpose extensible self-adaptive evolutionary tool
Apxr_run
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13
A topology and parameter evolving universal learning network.
Gaga
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13
GAGA is a fast, header only, multi-objective, and distributed evolutionary algorithm library written in modern C++. It is designed to be easily usable with various genotype representations and allows the user to enable or disable several features such as novelty search or speciation. It also produces and exports various customizable statistics.
Neatest
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13
NEATEST: Evolving Neural Networks Through Augmenting Topologies with Evolution Strategy Training
Npn
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13
Node Package Network - Decentralized Code Deployment - Beyond 'npm'
Ears
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13
EARS is a free and open-source Java-based framework for ranking, developing, and experimenting with single- and multi-objective evolutionary algorithms
Genepro
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13
A baseline implementation of genetic programming (using trees to encode programs) with some examples of usage.
Genetic
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13
A performant and flexible genetic algorithm implemented in C++20/23.
Optimized Mdvrp
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13
"Using Genetic Algorithms for Multi-depot Vehicle Routing" paper implementation.
Niaarm
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12
A minimalistic framework for Numerical Association Rule Mining
Pgmorl
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12
[ICML 2020] Prediction-Guided Multi-Objective Reinforcement Learning for Continuous Robot Control
Autoopt
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12
A library for automatically designing metaheuristic optimizers.
Ebe
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12
Edit by Example - automated file editing just from given examples.
Demo
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12
Differential Evolution for Multiobjective Optimization and its variants
Ecr
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12
Outdated: New repository https://github.com/jakobbossek/ecr2
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Python Evolutionary Algorithm (320)
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